{"id":"W3015595758","doi":"10.1161/jaha.119.013234","title":"Predicted Versus Observed Major Adverse Cardiac Event Risk in Women With Evidence of Ischemia and No Obstructive Coronary Artery Disease: A Report From WISE (Women's Ischemia Syndrome Evaluation)","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Framingham Risk Score; Internal medicine; Cardiology; Coronary artery disease; Dyslipidemia; Diabetes mellitus; Risk factor; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001700458,0.0001486003,0.0007721922,0.00008533595,0.00005868731,0.00001322544,0.0001161646,0.0000537162,0.00005490118],"category_scores_gemma":[0.006336515,0.0001115774,0.0001684858,0.0005846406,0.0001469087,0.0003292328,0.00008618052,0.0005539844,0.000003757014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002311047,"about_ca_system_score_gemma":0.000940584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001376407,"about_ca_topic_score_gemma":0.000001512862,"domain_scores_codex":[0.9965919,0.0006664154,0.0006409045,0.0002371183,0.001603192,0.0002604373],"domain_scores_gemma":[0.9962331,0.0007228573,0.001441339,0.0002712657,0.0009727927,0.0003586295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01623167,0.0000713613,0.967517,0.00003387848,0.001645833,0.0001138792,0.001426867,0.0002075945,0.009059474,8.513353e-8,0.003109324,0.0005830145],"study_design_scores_gemma":[0.002737452,0.001167753,0.9921821,0.0002665275,0.0005691057,0.00005570718,0.001673561,0.0004749584,0.0002578511,0.00001259386,0.0005035439,0.0000988851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936435,0.0002743522,0.000006972264,0.005196395,0.0001869613,0.0005789459,0.00008277275,0.000009969207,0.00002012214],"genre_scores_gemma":[0.9985268,0.0002295524,0.0004268721,0.000505766,0.0001913478,0.0000543401,0.000007911024,0.0000188929,0.00003851335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02466504,"threshold_uncertainty_score":0.7585859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506675438677949,"score_gpt":0.2991803292570153,"score_spread":0.2741135748702358,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}